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Fault Detection Using the Clustering-kNN Rule for Gas Sensor Arrays

The k-nearest neighbour (kNN) rule, which naturally handles the possible non-linearity of data, is introduced to solve the fault detection problem of gas sensor arrays. In traditional fault detection methods based on the kNN rule, the detection process of each new test sample involves all samples in...

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Detalles Bibliográficos
Autores principales: Yang, Jingli, Sun, Zhen, Chen, Yinsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191050/
https://www.ncbi.nlm.nih.gov/pubmed/27929412
http://dx.doi.org/10.3390/s16122069